Zeppelin VS Algebird

Compare Zeppelin vs Algebird and see what are their differences.

Zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more. (by apache)
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Zeppelin Algebird
8 2
6,261 2,285
0.4% 0.4%
8.7 7.6
6 days ago 18 days ago
Java Scala
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Zeppelin

Posts with mentions or reviews of Zeppelin. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-04.

Algebird

Posts with mentions or reviews of Algebird. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-13.
  • What do you use when you have to store high cardinality metrics?
    5 projects | /r/golang | 13 Feb 2023
    https://github.com/twitter/algebird (production ready, used at Twitter, but for the JVM)
  • Symbolics.jl: A Modern Computer Algebra System for a Modern Language
    6 projects | news.ycombinator.com | 5 Mar 2021
    Hey, I have... I'm a co-author of Algebird[0], which has many ideas that I'd pull over.

    I'm hoping to introduce Clojure's "spec" or "schema" libraries so that the types at play can at least be inspectable inside the system. In a fully typed language, I'd implement the extensible generics as typeclasses.

    I suspect it would make it quite a bit tougher (at least in the approach I'm imagining) for folks to write new generic functions, due to many type constructors...

    On the other hand, the complexity is there, even if you don't write it down!

    It would be a big project, and a worthy effort, to write down types for everything in SICM.

    [0] https://github.com/twitter/algebird

What are some alternatives?

When comparing Zeppelin and Algebird you can also consider the following projects:

Breeze - Breeze is a numerical processing library for Scala.

Spark Notebook - Interactive and Reactive Data Science using Scala and Spark.

Spire - Powerful new number types and numeric abstractions for Scala.

Figaro - Figaro Programming Language and Core Libraries

Saddle

BigDL - Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.

ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.

Smile - Statistical Machine Intelligence & Learning Engine

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.

Numsca - numsca is numpy for scala